{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,22]],"date-time":"2026-03-22T07:38:04Z","timestamp":1774165084594,"version":"3.50.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/jbhi.2024.3465929","type":"journal-article","created":{"date-parts":[[2024,9,20]],"date-time":"2024-09-20T13:25:44Z","timestamp":1726838744000},"page":"443-455","source":"Crossref","is-referenced-by-count":10,"title":["Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5474-107X","authenticated-orcid":false,"given":"Juan P.","family":"Dominguez-Morales","sequence":"first","affiliation":[{"name":"Robotics and Tech. of Computers Lab., ETSII-EPS, I3US, Universidad de Sevilla, Sevilla, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2525-4069","authenticated-orcid":false,"given":"Juan-Carlos","family":"Hern\u00e1ndez-Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Departamento de Medicina, Facultad de Medicina, Universidad de Sevilla, Sevilla, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5849-8003","authenticated-orcid":false,"given":"Lourdes","family":"Duran-Lopez","sequence":"additional","affiliation":[{"name":"Robotics and Tech. of Computers Lab., ETSII-EPS, I3US, Universidad de Sevilla, Sevilla, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9108-9538","authenticated-orcid":false,"given":"Juli\u00e1n","family":"Conejo-Mir","sequence":"additional","affiliation":[{"name":"Departamento de Medicina, Facultad de Medicina, Universidad de Sevilla, Sevilla, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6843-5877","authenticated-orcid":false,"given":"Jose-Juan","family":"Pereyra-Rodriguez","sequence":"additional","affiliation":[{"name":"Departamento de Medicina, Facultad de Medicina, Universidad de Sevilla, Sevilla, Spain"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2022.03.008"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/jamadermatol.2022.0160"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(13)60802-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2021.03.109"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/jid.2014.534"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.clindermatol.2021.03.009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2340\/00015555-2719"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1001\/jamadermatol.2020.5650"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2022.04.018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1001\/jamadermatol.2017.6447"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/ced.14950"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2018.08.055"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.adengl.2019.02.026"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2196\/18091"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2021.06.049"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105581"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2021.723914"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2021.02.012"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2340\/actadv.v102.2681"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/jdv.18436"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jid.2021.12.033"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/ced\/llad107"},{"key":"ref23","article-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.10.074"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106571"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-021-00815-z"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5826\/dpc.1103a79"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2824327"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/info11020125"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref31","article-title":"Graph-based knowledge distillation: A survey and experimental evaluation","author":"Liu","year":"2023"},{"key":"ref32","article-title":"Graph-based knowledge distillation by multi-head attention network","author":"Lee","year":"2019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.309"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462082"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.16969"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i15.17610"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16865"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2017-614"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.9.5.052407"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i16.17680"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05855-6"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2970494"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00683"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102005"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107099"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102165"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87196-3_42"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103191"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00097"},{"key":"ref50","article-title":"PyTorch: An imperative style, high-performance deep learning library","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","volume":"32","author":"Paszke","year":"2019"},{"key":"ref51","article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","author":"Abadi","year":"2016"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref54","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.12.061"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102693"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/10832115\/10685145.pdf?arnumber=10685145","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:34:13Z","timestamp":1765305253000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10685145\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":57,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3465929","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}